Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9269406 | 0.9878554 | 0.9116002 | 0.0615591 | 0.9075342 |
| bt | 0.7226027 | 0.7697416 | 0.7185047 | 0.1895655 | 0.4246575 |
| maxnet | 0.6643836 | 0.7634641 | 0.9512421 | 0.2148328 | 0.4452055 |
| gam | 0.7488584 | 0.7902573 | 0.9813550 | 0.1714463 | 0.4383562 |
| glm | 0.6906393 | 0.7203978 | 0.8137043 | 0.1905822 | 0.4315068 |